[GigaCourse.com] Udemy - Time Series Analysis in Python 2020

• [GigaCourse.com] Udemy - Time Series Analysis in Python 2020
• 01 Introduction/001 What does the course cover.en.srt 6.9 KB
• 01 Introduction/001 What does the course cover.mp4 47.3 MB
• 02 Setting Up the Environment/002 Setting up the environment - Do not skip please.en.srt 1.3 KB
• 02 Setting Up the Environment/002 Setting up the environment - Do not skip please.mp4 6 MB
• 02 Setting Up the Environment/003 Why Python and Jupyter.en.srt 6.4 KB
• 02 Setting Up the Environment/003 Why Python and Jupyter.mp4 25.2 MB
• 02 Setting Up the Environment/004 Installing Anaconda.en.srt 4.7 KB
• 02 Setting Up the Environment/004 Installing Anaconda.mp4 26.6 MB
• 02 Setting Up the Environment/005 Jupyter Dashboard - Part 1.en.srt 3.3 KB
• 02 Setting Up the Environment/005 Jupyter Dashboard - Part 1.mp4 9.8 MB
• 02 Setting Up the Environment/006 Jupyter Dashboard - Part 2.en.srt 6.6 KB
• 02 Setting Up the Environment/006 Jupyter Dashboard - Part 2.mp4 20 MB
• 02 Setting Up the Environment/007 Installing the Necessary Packages.en.srt 1.9 KB
• 02 Setting Up the Environment/007 Installing the Necessary Packages.mp4 7.8 MB
• 02 Setting Up the Environment/008 Installing Packages - Exercise.html 1.2 KB
• 02 Setting Up the Environment/009 Installing Packages - Exercise Solution.html 1.5 KB
• 03 Introduction to Time Series in Python/010 Introduction to Time-Series Data.en.srt 5.5 KB
• 03 Introduction to Time Series in Python/010 Introduction to Time-Series Data.mp4 47.2 MB
• 03 Introduction to Time Series in Python/011 Notation for Time Series Data.en.srt 1.7 KB
• 03 Introduction to Time Series in Python/011 Notation for Time Series Data.mp4 12.2 MB
• 03 Introduction to Time Series in Python/012 Peculiarities of Time Series Data.en.srt 3.8 KB
• 03 Introduction to Time Series in Python/012 Peculiarities of Time Series Data.mp4 26.8 MB
• 03 Introduction to Time Series in Python/013 IndexE8.csv 290.7 KB
• 03 Introduction to Time Series in Python/013 Loading the Data.en.srt 2.7 KB
• 03 Introduction to Time Series in Python/013 Loading the Data.mp4 10.2 MB
• 03 Introduction to Time Series in Python/014 Examining the Data.en.srt 6.8 KB
• 03 Introduction to Time Series in Python/014 Examining the Data.mp4 39.8 MB
• 03 Introduction to Time Series in Python/015 Plotting the Data.en.srt 6.1 KB
• 03 Introduction to Time Series in Python/015 Plotting the Data.mp4 21.2 MB
• 03 Introduction to Time Series in Python/016 The QQ Plot.en.srt 3.4 KB
• 03 Introduction to Time Series in Python/016 The QQ Plot.mp4 16.3 MB
• 03 Introduction to Time Series in Python/external-assets-links.txt 349 B
• 04 Creating a Time Series Object in Python/017 Transforming String inputs into DateTime Values.en.srt 6.1 KB
• 04 Creating a Time Series Object in Python/017 Transforming String inputs into DateTime Values.mp4 27.9 MB
• 04 Creating a Time Series Object in Python/018 Using Date as an Index.en.srt 3.7 KB
• 04 Creating a Time Series Object in Python/018 Using Date as an Index.mp4 16.6 MB
• 04 Creating a Time Series Object in Python/019 Setting the Frequency.en.srt 3.1 KB
• 04 Creating a Time Series Object in Python/019 Setting the Frequency.mp4 13.4 MB
• 04 Creating a Time Series Object in Python/020 Filling Missing Values.en.srt 7.1 KB
• 04 Creating a Time Series Object in Python/020 Filling Missing Values.mp4 30 MB
• 04 Creating a Time Series Object in Python/021 Adding and Removing Columns in a Data Frame.en.srt 4.4 KB
• 04 Creating a Time Series Object in Python/021 Adding and Removing Columns in a Data Frame.mp4 16.3 MB
• 04 Creating a Time Series Object in Python/022 Splitting Up the Data.en.srt 5.2 KB
• 04 Creating a Time Series Object in Python/022 Splitting Up the Data.mp4 21 MB
• 04 Creating a Time Series Object in Python/023 Appendix Updating the Dataset.html 8.7 KB
• 04 Creating a Time Series Object in Python/023 Section-4-Appendix-Updating-the-Dataset.pdf 235.5 KB
• 04 Creating a Time Series Object in Python/external-assets-links.txt 522 B
• 05 Working with Time Series in Python/024 Warning-Messages.pdf 151.5 KB
• 05 Working with Time Series in Python/024 White Noise.en.srt 8.1 KB
• 05 Working with Time Series in Python/024 White Noise.mp4 46.4 MB
• 05 Working with Time Series in Python/025 Random Walk.en.srt 6.4 KB
• 05 Working with Time Series in Python/025 Random Walk.mp4 32.4 MB
• 05 Working with Time Series in Python/025 RandWalk.csv 163.9 KB
• 05 Working with Time Series in Python/026 Stationarity.en.srt 3.1 KB
• 05 Working with Time Series in Python/026 Stationarity.mp4 21.6 MB
• 05 Working with Time Series in Python/027 Determining Weak Form Stationarity.en.srt 7.5 KB
• 05 Working with Time Series in Python/027 Determining Weak Form Stationarity.mp4 33.8 MB
• 05 Working with Time Series in Python/028 Seasonality.en.srt 6.3 KB
• 05 Working with Time Series in Python/028 Seasonality.mp4 34.2 MB
• 05 Working with Time Series in Python/029 Correlation Between Past and Present Values.en.srt 2.2 KB
• 05 Working with Time Series in Python/029 Correlation Between Past and Present Values.mp4 14.1 MB
• 05 Working with Time Series in Python/030 The Autocorrelation Function (ACF).en.srt 7.7 KB
• 05 Working with Time Series in Python/030 The Autocorrelation Function (ACF).mp4 30.7 MB
• 05 Working with Time Series in Python/030 The-ACF.pdf 62 KB
• 05 Working with Time Series in Python/031 The Partial Autocorrelation Function (PACF).en.srt 6.3 KB
• 05 Working with Time Series in Python/031 The Partial Autocorrelation Function (PACF).mp4 27.2 MB
• 05 Working with Time Series in Python/031 The-PACF.pdf 63.6 KB
• 05 Working with Time Series in Python/external-assets-links.txt 388 B
• 06 Picking the Correct Model/032 Picking the Correct Model.en.srt 3.3 KB
• 06 Picking the Correct Model/032 Picking the Correct Model.mp4 23 MB
• 07 Modeling Autoregression The AR Model/033 The Autoregressive (AR) Model.en.srt 6.3 KB
• 07 Modeling Autoregression The AR Model/033 The Autoregressive (AR) Model.mp4 45.3 MB
• 07 Modeling Autoregression The AR Model/034 Course-Notes-The-AR-Model.pdf 425.3 KB
• 07 Modeling Autoregression The AR Model/034 Examining the ACF and PACF of Prices.en.srt 6.1 KB
• 07 Modeling Autoregression The AR Model/034 Examining the ACF and PACF of Prices.mp4 33.1 MB
• 07 Modeling Autoregression The AR Model/035 Fitting an AR(1) Model for Index Prices.en.srt 5.9 KB
• 07 Modeling Autoregression The AR Model/035 Fitting an AR(1) Model for Index Prices.mp4 31.6 MB
• 07 Modeling Autoregression The AR Model/036 Fitting Higher-Lag AR Models for Prices.en.srt 11.5 KB
• 07 Modeling Autoregression The AR Model/036 Fitting Higher-Lag AR Models for Prices.mp4 63.2 MB
• 07 Modeling Autoregression The AR Model/037 Using Returns Instead of Prices.en.srt 7.5 KB
• 07 Modeling Autoregression The AR Model/037 Using Returns Instead of Prices.mp4 31.4 MB
• 07 Modeling Autoregression The AR Model/038 Examining the ACF and PACF of Returns.en.srt 2.7 KB
• 07 Modeling Autoregression The AR Model/038 Examining the ACF and PACF of Returns.mp4 15.7 MB
• 07 Modeling Autoregression The AR Model/039 Fitting an AR(1) Model for Index Returns.en.srt 3.1 KB
• 07 Modeling Autoregression The AR Model/039 Fitting an AR(1) Model for Index Returns.mp4 13.4 MB
• 07 Modeling Autoregression The AR Model/040 Fitting Higher-Lag AR Models for Returns.en.srt 4.3 KB
• 07 Modeling Autoregression The AR Model/040 Fitting Higher-Lag AR Models for Returns.mp4 26.9 MB
• 07 Modeling Autoregression The AR Model/041 Normalizing Values.en.srt 6.7 KB
• 07 Modeling Autoregression The AR Model/041 Normalizing Values.mp4 33.1 MB
• 07 Modeling Autoregression The AR Model/042 Model Selection for Normalized Returns (AR).en.srt 3.1 KB
• 07 Modeling Autoregression The AR Model/042 Model Selection for Normalized Returns (AR).mp4 19.8 MB
• 07 Modeling Autoregression The AR Model/043 Examining the AR Model Residuals.en.srt 7 KB
• 07 Modeling Autoregression The AR Model/043 Examining the AR Model Residuals.mp4 28.8 MB
• 07 Modeling Autoregression The AR Model/044 Unexpected Shocks from Past Periods.en.srt 2 KB
• 07 Modeling Autoregression The AR Model/044 Unexpected Shocks from Past Periods.mp4 16.8 MB
• 07 Modeling Autoregression The AR Model/external-assets-links.txt 668 B
• 08 Adjusting to Shocks The MA Model/045 8.1.1-MA-Inf-AR-1.pdf 169.2 KB
• 08 Adjusting to Shocks The MA Model/045 8.1.1.AR-Inf-MA-1.pdf 166.5 KB
• 08 Adjusting to Shocks The MA Model/045 The Moving Average (MA) Model.en.srt 6.5 KB

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